I am in my final year for my Ph.D in Computer Sciences, University of Wisconsin - Madison.
I am currently working with Prof. Vikas Singh (advisor), and also closely collaborating with Prof. Moo K. Chung, Prof. Sterling C. Johnson and Prof. Barbara B. Bendlin .
I am interested in NeuroImage analysis, especially applying Computer Vision and Machine Learning techniques to neuroscience.
Curriculum Vitae, Google Scholar page
My research interests lie in multi-resolution analysis of data for various applications in Brain Imaging, Machine Learning and Computer Vision. On the application side, I am particularly interested in developing novel methods to facilitate the analysis of neurodegenerative brain disorders such as Alzheimer’s disease (AD) towards mechanisms for diagnosis, discovering new treatments, and design of new studies. On the technical side, my interests deal with applied harmonic analysis and statistical image analysis.
I am a 6th year Ph.D candidate in Computer Sciences, University of Wisconsin - Madison. I received a B.S. in Information & Communication Engineering at Sungkyunkwan University (S. Korea) in 2008, and a M.S. in Robotics Program at KAIST (S. Korea) in 2010. Before joining UW-Madison, I worked at Hyundai Motor Company as a reseacher in Hybrid System Testing team (Power Electronics part), Environmental Technology Center during 2010 - 2011. I was also a member of Machine Learning Summer School, UC Santa Cruz, 2012.
I have a paper "Online Graph Completion: Multivariate Signal Recovery in Computer Vision" accepted in CVPR 2017.
I have a paper "Adaptive Signal Recovery on Graphs via Harmonic Analysis for Experimental Design in Neuroimaging" accepted in ECCV 2016.
I have a paper "Latent Variable Graphical Model Selection using Harmonic Analysis: Applications to the Human Connectome Project (HCP)" accepted in CVPR 2016 as a SPOTLIGHT.